Crate sif_embedding

sif-embedding

This crate provides simple but powerful sentence embedding techniques based on Smooth Inverse Frequency (SIF) described in the paper:

Sanjeev Arora, Yingyu Liang, and Tengyu Ma, A Simple but Tough-to-Beat Baseline for Sentence Embeddings, ICLR 2017.

Basic usage

See the document of Sif.

Backend specifications

This crate depends on ndarray-linalg and allows you to specify any backend supported by ndarray-linalg through features. The feature names in sif-embedding are the same as those in ndarray-linalg v0.16.0. The default is openblas and uses the OpenBLAS backend. Note that you must specify one backend.

If you are having problems compiling this library due to the backend, my tips may help.

Re-exports

• pub use sif::Sif;
• pub use unigram::UnigramLM;

Modules

• sif
  Smooth Inverse Frequency (SIF).
• unigram
  Unigram language models.
• util
  Utilities.

Type Definitions

• Float
  Common type of floating numbers.